Abstract
Positron emission tomography/magnetic resonance imaging (PET/MRI) leverages the high soft-tissue contrast and the functional sequences of MR with the molecular information of PET in one single, hybrid imaging technology. This technology, which was recently introduced into the clinical arena in a few medical centers worldwide, provides information about tumor biology and microenvironment. Studies on indirect PET/MRI (use of positron emission tomography/computed tomography (PET/CT) images software fused with MRI images) have already generated interesting preliminary data to pave the ground for potential applications of PET/MRI. These initial data convey that PET/MRI is promising in neuro-oncology and head & neck cancer applications as well as neoplasms in the abdomen and pelvis. The pediatric and young adult oncology population requiring frequent follow-up studies as well as pregnant woman might benefit from PET/MRI due to its lower ionizing radiation dose. The indication and planning of therapeutic interventions and specifically radiation therapy in individual patients could be and to a certain extent are already facilitated by performing PET/MRI. The objective of this article is to discuss potential clinical oncology indications of PET/MRI.
Keywords: PET/MRI, oncologic imaging, attenuation correction, ovarian cancer
Introduction
The concept of hybrid imaging holds a promising value in modern-day medical care, overcoming the existing boundaries between morphological, functional and molecular information in current diagnostic imaging [1]. Positron emission tomography/computed tomography (PET/CT) has gained widespread use in oncologic imaging by combining the metabolic information of positron emission tomography (PET) with the anatomic detail of computed tomography (CT) [2-4].
The establishment and success of PET/CT in clinical practice stimulated the need and research of further hybrid medical technologies including PET/MRI to overcome inherent limitations, mostly in soft tissue resolution. Initially, PET and magnetic resonance (MR) data were fused retrospectively with software, mainly in the brain [5,6].
Recently, the first PET/MRI scanners for use in humans were introduced in the clinical arena. PET/MRI as a new hybrid imaging technology has the potential to repeat the success of PET/CT, particularly for oncologic indications [7], which might be superiorly addressed with magnetic resonance imaging (MRI) in anatomical regions where high soft-tissue contrast is required [8-11].
Technical aspects of PET/MRI
PET/MRI system designs on the market and technical highlights
PET/MRI poses technical challenges, such as compatibility between PET components and MR magnetic field. To date, the following systems with different designs are commercially available: The Philips Ingenuity TF PET/MR (Philips Healthcare, Andover, MA), the Biograph mMR (Siemens Healthcare, Erlangen, Germany) and the Discovery PET/CT 690 + Discovery MR 750 (GE Healthcare, Waukesha, WI). The Ingenuity TF PET/MR features the use of time-of-flight (TOF) PET technology and the full capability of a 3 Tesla MR with parallel RF transmission in a sequential design with two gantries, positioned at each end of a common patient table in a single room. In the Biograph mMR, the PET detectors are fully integrated into the 3 Tesla MR system with one single gantry. For this purpose, hardware modifications were necessary and an avalanche photodiode-based technology was developed. This system design enables simultaneous acquisition of PET and MR data [1,12,13]. GE has chosen the “trimodality solution”, comprising a PET/CT scanner and a 3 Tesla MRI system in two adjacent rooms with the patient transferred from one scanner to the other using a detachable table operating as a shuttle. This design has the advantage to operate the system with CT-based attenuation correction.
MR-based attenuation correction
One of the technical challenges for the success of PET/MRI imaging is to provide a reliable MR-based technique for tissue attenuation correction (MRAC) [14,15], as two of the available technical solutions of PET/MR scanners do not include transmission of CT scans [15,16]. Attenuation correction is mandatory for quantitative assessments with standardized uptake values (SUVs) or radiotracer kinetics. SUVs are routinely used in clinical settings for tissue characterization and in treatment follow-up of pathologic lesions.
Current approaches in MRAC are based on tissue classification with help of dedicated MR imaging sequences followed by an algorithm of anatomic segmentation to allow for assignment of tissue specific linear attenuation coefficients to each segmented tissue/organ. Several approaches to MRAC have been proposed: The three segment model accounts for air, soft tissue and lung [17,18] and the four segment model accounting for air, soft tissue, fat and lung [19]. The models are based on T1-weighted multi-station spoiled gradient echo or T1-weighted 2-point mDixon sequences, respectively. Beyond these two clinically validated MRAC approaches, various other regimens have also been explored by several research groups including a combination of Dixon with ultra-short echo time (UTE) sequences [20]. Furthermore atlas-based methods are available [24-27].
All available methods of MRAC are currently subject to ongoing research in comparison to transmission based scans [28-30]. A significant challenge is that the MR signal is based on proton precession which depends on factors completely different than those which impact attenuation of photons. This entails discrepancies in tracer uptake quantification for certain areas of the body. Especially attenuation of anatomic areas close to or within bone are underestimated with MRAC [31,32]. In addition, the signal characteristics of the spine and the respiratory motion to the diaphragm and liver occasionally generate errors in segmentation of the lung resulting in inappropriate assignment of attenuation correction factors limiting the ability of quantification [33,34].
Despite these discrepancies between the two hybrid modalities in some areas, the preliminary experience in the direct comparison of PET/MR and PET/CT yields sufficient correlation between the two techniques to perform routine scans [31,33,35-37].
As in the early days of transition from PET to PET/CT, readers are currently advised to review the attenuation correction (AC) maps for failure of the software based segmentation and review the non attenuated scans in order to ascertain the proper functioning of these algorithms.
Clinical applications in oncologic imaging
Pediatric patients and pregnant women
For pediatric oncology applications PET/MRI has potential to reduce overall radiation exposure to the patient. In tumors with need for repetitive follow up studies PET/CT can lead to a significant radiation burden. If with PET/MR the radiation dose from CT omitted, the actual radiation exposure is limited to the radiation dose from the PET component only which is substantially minor in comparison to the radiation dose from CT [16]. A recently published study in pediatric patients shows a triple risk of leukemia after a cumulative CT dose of 50 milligray (mGy) and a nearly triple risk of brain tumors after a cumulative CT dose of 60 mGy. This study emphasized the need to reduce the CT dose in this vulnerable population to the lowest dose possible and to try to establish alternative diagnostic procedures without ionizing radiation [38]. PET/MRI has the potential to represent this diagnostic alternative solution. A recent study evaluating co-registration of PET and MRI datasets for staging and re-staging of pediatric cancers yielded very promising results [39].
Not only pediatric patients but also the pregnant population may benefit from PET/MRI. For certain cancers during pregnancy an imaging modality including PET can be crucial for further treatment decisions. As MRI is not associated with any radiation burden a PET/MRI exam should be preferred vs. PET/CT.
Neurologic and head & neck applications
To date, several feasibility studies have shown promising results for neuroradiology PET/MRI applications. One of the early feasibility studies investigated PET/MRI in 10 patients with different types of brain tumors. Despite streak artifacts, the authors could demonstrate diagnostic image quality in patients with intracranial masses undergoing PET/MRI. This investigation also revealed that 11C-methionine or 68Ga-DOTATOC radiopharmaceuticals could be reliably used in PET imaging of intracranial tumors simultaneously with MRI [40]. In another study of the same group the simultaneous PET/MRI prototype system proved feasibility in the head and upper neck areas in 11 patients with head & neck cancer. Increased detailed resolution and improved image contrast could be found in the PET images of the PET/MRI system in comparison to the standard PET/CT without negatively impacting the MR component in the PET/MRI hybrid imaging modality. The metabolic ratios showed excellent agreement when comparing the PET components of PET/CT with PET/MRI. But the authors also found limitations like streak artifacts and the PET component’s limited axial field of view, precluding visualization of tumors below the angle of the mandible and precluding full staging of cervical nodes [41]. Since then, significant improvements have been made to the imaging device. Eiber et al. were able to demonstrate that performing an PET/MRI protocol integrating the Dixon sequence for AC purposes in head & neck squamous cell cancer led to similar diagnostic capabilities when compared to PET/CT [42]. The experience with 50 patients having different neurological diseases was recently published using the simultaneous brain PET/MRI system [43]. The authors not only acquired morphological MR sequences, but also introduced functional MR information in their protocol like diffusion tensor imaging, arterial spin labeling (ASL) and proton-spectroscopy. Diagnostic MR image quality along with functional and molecular information was proved to be useful justifying the neuroradiology application of PET/MRI in further trials [43].
The strongest evidence for a clinical indication of PET/MRI exists in the head & neck cancer population. Due to frequent distant metastases the whole body approach of the novel hybrid imaging technology is of significant advantage for distant metastases staging (M-staging). For local staging the high spatial and contrast resolution of MRI can delineate the tumor extent and lymph node involvement from surrounding normal tissue in the complex head and neck anatomical region. This may lead to a superior primary tumor staging (T-staging) and regional lymph node staging (N-staging). Furthermore PET/MRI can be useful for radiation therapy and presurgical treatment planning in head and neck cancer patients.
Chest
Lung cancer is one of the common clinically established indications for 2-deoxy-2[F-18]fluoro-D-glucose (FDG)-PET. Diagnosis, staging, and restaging of lung cancer are among the most extensively studied applications of FDG-PET [44,45]. With the exception of bronchioloalveolar cell cancer and carcinoid, lung neoplasms are generally very FDG-avid. The integration of CT and PET information has improved correlation of functional and morphologic characteristics. The staging of nodal and distant metastatic sites is the major strength of combined PET/CT [46,47]. However, T-staging can be difficult, especially in cases of well-differentiated tumors, infiltration of the surrounding tissue, and post obstructive pulmonary parenchyma changes. A recent study could show comparable results between PET/CT and PET/MRI in terms of pulmonary nodule detection when using a 3-dimensional Dixon-based dual-echo gradient-echo sequence [48]. A strong Spearman correlation was found between the tumor-to-liver ratios with PET/CT and those with PET/MRI imaging. The staging results showed a high concordance between PET/CT and PET/MRI in most of the cases. In one patient, infiltration of the mediastinal pleura could not be excluded at PET/CT, whereas MR imaging showed an intact mediastinal fat stripe adjacent to the tumor. These initial results point out that PET/MRI imaging could be a promising tool in the staging of superior sulcus tumors because of the combination of high spatial resolution MR imaging for the involvement of the brachial plexus and spine and molecular information based on PET results regarding metastatic status [49].
Abdomen and pelvis
Abdominal and pelvic applications for PET/MRI are numerous. For example, MR has shown a superior sensitivity for the detection of focal liver lesions, especially when <1 cm in size. PET can provide information on their potentially neoplastic nature, thus making PET/MRI an excellent method to screen for metastases (Figure 1) or monitor embolization theraoy for liver lesions [50-52]. Liver screening in colorectal cancer reduces patient mortality by 25%. Outcome is improved when liver metastases are treated surgically at the time of initial primary diagnosis or during early follow up [53]. PET/MR could help in the comprehensive staging including improving liver assessment.
Other oncologic diseases in the abdomen are likely to benefit from combined PET and MRI. MRI with its superior tissue resolution is already helpful in the morphologic assessment of pancreatic, biliary and upper gastrointestinal neoplasms. The add-on of functional MR sequences such as diffusion-weighted imaging (DWI) has improved the tissue information on a cellular level specifically in tumors with increased heterogeneity, cystic areas and necrosis or after treatment when fibrosis and scar have to be distinguished from vital tumor tissue.
Based on our own initial experience, PET/MRI has already demonstrated to be helpful in individual cases in the post treatment setting of pancreatic cancer, when significant post surgical changes are present and disease recurrence is suspected on standard follow up with contrast enhanced CT [54].
Pelvic oncologic diseases is another highly promising field for PET/MRI. not only due to its higher tissue resolution but also because the pelvic cavity is surrounded by bone, which makes MR superior to CT with its inherent various bone artifacts. Gynecologic and prostate cancer are malignancies, where MR has proven utmost diagnostic importance and where efforts will be directed to evaluate PET/MRI and its capabilities [55]. It is accepted knowledge that MRI is already a powerful tool for the local staging of cervical, ovarian and endometrial cancer given its superb soft tissue resolution. Its implementation in clinical practice, however, suffers from availability and relatively high costs. Adding the strengths of PET in staging nodal and distant metastatic disease to the strengths of MRI in local staging, however, may make the use of the hybrid modality PET/MRI attractive as a tool for comprehensive assessment of disease within a single examination. The potential for more accurate staging and more cost effective imaging remains to be explored.
Ovarian cancer (Figures 1 and 2) for example is still a disease where no imaging method has been able to accurately stage patients, usually under-staging them, because of difficulties in peritoneal dissemination detection. Both PET/CT and MRI [56-58], more specifically DWI and diffusion-weighted whole-body imaging with background body signal suppression (DWIBS), have been studied towards the goal of properly staging these patients and have demonstrated usefulness in detecting recurrent disease. However, from the daily clinical practice, it can be envisioned, that the synergy of both and combining the diagnostic power of two individually strong modalities may exceed the current performance.
With regard to prostate cancer, MR imaging combining anatomic (T2) and DWI has shown to have a role in persistently elevated prostate-specific antigen and non-diagnostic trans-rectal ultrasound biopsies, decreasing the number of repetitive biopsies necessary in high risk patients. Furthermore MRI demonstrated high specificity and accuracy in detecting recurrence of this disease entity when using dynamic contrast enhanced sequences [59].
The value of FDG PET for local tumor detection is limited, although FDG-PET may still be useful for detection of distant metastasis [60].
Newly developed dedicated tracers such as 11C acetate and 11C choline which are sensitive to prostatic tissue are promising to improve the overall results in imaging prostate cancer and its metastases [60]. Added value of 11C choline PET is somehow accepted in the setting of biochemical recurrence of prostate cancer as multiple studies have shown [61-64] but is more debated in localizing primary cancer. Nodal staging seems to benefit from 11C choline PET. Combining the two strong modalities MRI and PET in one approach justifies the hope for complementary information and improved results. Preliminary study with 11C-Choline PET/MRI has already proven feasibility [65] and has demonstrated this complementary effect of PET and multiparametric information from MRI [66].
Finally, another pelvic pathology that might highly benefit to be imaged with PET/MR is rectal cancer. While MRI can aid in appropriate treatment selection by accurately determining the depth of extramural invasion, its moderate reported accuracy rates (71-91%) for detecting node-positive disease, which is generally an indication for preoperative chemoradiation, makes MRI fall short. The main reason of this lack of accuracy is that size criterion alone is not sufficient for the diagnosis of lymph node metastasis, because 94% of the involved nodes will be as small as 5 mm [67]. On the other hand, PET/CT has been shown to alter therapy in almost one-third of patients with advanced primary rectal cancer [68] mainly because of its higher sensitivity for lymph node and extraperitoneal metastatic disease [69] and has proven helpful in determining recurrence when other imaging modalities fail [70]. Based on our institutional experience rectal cancer might become one of the indications of PET/MRI. Due to the superior soft-tissue and contrast resolution MRI is improving T-staging. As previously discussed it has its limitations with N-staging, however in a PET/MRI system the additional metabolic information from the PET component may increase the accuracy of N staging. The diagnostic accuracy for extrahepatic metastatic disease with PET/CT is high and MRI is sensitive for the detection of liver lesions. To this end PET/MRI could be of significant benefit in rectal cancer patients with regard to staging, follow-up for treatment response evaluation and re-staging as a one stop solution.
Role for therapy procedure planning
The usefulness of PET in the evaluation of treatment response in oncologic patients has made major progress with regard to the management of patients. FDG-PET has demonstrated efficacy for early therapy assessment in multiple oncological applications [71-73]. Quantification of the PET tracer using SUVs is of value when assessing treatment response. Although SUVs may show significant differences between systems, it is generally reproducible and useful when using the same scanner as it was shown in PET/CT scanner systems [74]. Nevertheless it should be considered that proper SUV quantification can only be achieved when a reliable MRAC technique is applied.
MRI has proven to be useful in imaging cancer and it is superior to CT in T-staging of many malignant processes such as in brain and breast neoplasms, among others. It offers high soft-tissue contrast allowing excellent anatomical delineation [75]. Sequences like DWI [76,77], dynamic contrast enhanced MRI, and other perfusion MR imaging techniques (ASL and blood-oxygenation level dependent imaging) as well as MR spectroscopy may provide important information such as tissue composition, tissue vascularization or different physiologic processes beyond anatomic imaging [78-80].
Therefore, the potential use of combining PET and MR in one machine opens exciting possibilities to monitor therapy response including molecular targeted cancer therapies.
Many cancers are aimed to be of interest when assessing treatment response with PET/MRI. The metabolic information offered by the PET component can be quantified. Novel MRI sequences such as DWI and dynamic contrast enhanced MRI go beyond the evaluation of volume and tumor size offering biological information on tissue composition and perfusion. Breast cancer might become one potential application of PET/MRI. Regarding FDG-PET, many authors have suggested its use in the evaluation of therapy response [81]. Ueda et al. demonstrated that FDG-PET was able to detect treatment response after only one to two cycles of chemotherapy. Early reduction in SUVs after one cycle of neoadjuvant chemotherapy measured by sequential FDG-PET/CT is an independent predictor of pathological response of primary breast cancer [82]. PET/MRI might be able to identify responders versus non-responders early in the treatment course which is of utmost importance in this patient population.
Another future application of PET/MRI can be found in the evaluation of therapy response in soft-tissue sarcomas. The superb soft-tissue and contrast resolution offered by MRI in accordance with the advance sequences DWI and dynamic contrast enhanced MRI might provide essential information when assessing response to cytotoxic drugs or other types of chemotherapy [83]. These studies analyzing PET/CT and MRI as separate modalities show that the hybdrid technology PET/MRI may improve treatment response evaluation in soft-tissue sarcoma patients.
Conclusion
PET/MRI is a promising new imaging modality, which has started to enter the clinical arena. PET/MRI couples the MR strengths of superior soft-tissue contrast compared to CT and sophisticated sequences to characterize the microenvironment of the neoplasm with PET’s molecular and metabolic information of tumor biology. In PET/CT, PET is the main partner whereas in PET/MRI it is of importance to bring the MR component to at least an equal level in order to use this hybrid imaging modality effectively in clinical settings. In the initial patient studies PET/MRI performed favorably for head and neck cancer. For this tumor entity a high spatial resolution at the primary site is important due to the complex head and neck anatomy. A whole body approach can help to detect metastases and secondary malignancies in patients with head and neck cancer. Another future indication of PET/MRI could be pelvic malignancies, in particular rectal cancer. Furthermore PET/MRI may provide a valuable tool for the assessment of treatment response in soft-tissue sarcoma by uniting metabolic information offered by PET with DWI as functional MR sequence. Further studies for different oncologic applications are warranted in larger patient cohorts in order to assess the value of PET/MRI for diagnosis, staging, follow up and therapy assessment of neoplastic diseases.
Disclosure of conflict of interest
Funding to the institution provided by research grants from the State of Ohio (Ohio Third Frontier Grant) and from Philips Healthcare.
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